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Cloud · head to head

DeepInfra vs Nginx

DeepInfra logo

DeepInfra

Cloud

Low-cost cloud API for running open-source AI models

From
$0.08/month
Rated
-
Full reviewWebsite
Nginx logo

Nginx

Web Development

High-performance web server and reverse proxy

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Nginx has a free tier, so it costs nothing to try first.
  • Each has a real cost: DeepInfra focuses on inference hosting rather than fine-tuning or full training pipelines that competitors like Fireworks AI offer.; Nginx open-source nginx has no admin API for changing arbitrary config at runtime; dynamic reconfiguration requires editing the config file and reloading via 'nginx -s reload'
  • They diverge on capability: DeepInfra covers Open model hosting, Nginx covers High-performance web server.

Where they differ

Only the attributes on which DeepInfra and Nginx actually diverge.

Attributes where DeepInfra and Nginx differ
AttributeDeepInfraNginx
Starting price$0.08/monthFree
Pricing modelusage-basedUnknown
Free tierNoYes
Platformsweb, apiWindows, macOS, Linux
CategoryCloudWeb Development
FoundedUnknown2011

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in DeepInfra

  • Open model hosting
  • Pay-per-token pricing
  • Long context support
  • DeepCluster
  • Zero retention policy
  • Real-time metrics

Only in Nginx

  • High-performance web server
  • Reverse proxy
  • Load balancing
  • HTTP caching
  • SSL/TLS termination
  • Gzip compression
  • Rate limiting
  • Static file serving

What people use each for

The jobs each tool is most often brought in to do.

DeepInfra

  • Running open-source LLM inference without managing GPUsnot Nginx
  • Serving speech and image generation models via APInot Nginx
  • Cost-sensitive production inference at scalenot Nginx
  • Reserved GPU capacity via DeepCluster for steady workloadsnot Nginx

Nginx

  • HTTP web server and static file servingnot DeepInfra
  • Reverse proxy and load balancernot DeepInfra
  • TLS/SSL termination (SNI, HTTP/2, HTTP/3)not DeepInfra
  • Content cachingnot DeepInfra
  • Kubernetes Ingress Controller backendnot DeepInfra
  • TCP/UDP stream proxyingnot DeepInfra

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

DeepInfra

  • Focuses on inference hosting rather than fine-tuning or full training pipelines that competitors like Fireworks AI offer.
  • Model selection is limited to what DeepInfra chooses to host, unlike self-managed platforms.
  • No published free tier; usage is billed from the first token.

Nginx

  • Open-source nginx has no admin API for changing arbitrary config at runtime; dynamic reconfiguration requires editing the config file and reloading via 'nginx -s reload'
  • No official built-in GUI or dashboard for management or live metrics in the open-source edition
  • Advanced capabilities such as active health checks, dynamic upstream reconfiguration without reload, and a full API gateway feature set are exclusive to the paid NGINX Plus product, not open-source nginx
  • No published list price for NGINX Plus on the current F5 product page; pricing requires contacting sales

Pricing, plan by plan

DeepInfra

$0.08/month
  • Pay-as-you-go$undefined/mo
    • Per-model token pricing from $0.08 to $2.85 per million input tokens
    • No long-term contract
  • DeepCluster$1.98/month
    • Dedicated NVIDIA B300 GPU clusters at $1.98/GPU-hour

Nginx

Free
  • Open SourceFree
    • Web server
    • Reverse proxy
    • Load balancing

Which should you pick?

Choose DeepInfra if

  • You need open model hosting.
  • You work on web, api.
  • You also want pay-per-token pricing.
DeepInfra review

Choose Nginx if

  • You need high-performance web server.
  • You want to start without paying.
  • You work on Windows, macOS, Linux.
  • You also want reverse proxy.
Nginx review

Questions people ask

Is DeepInfra or Nginx better?
Neither clearly leads. DeepInfra starts at $0.08/month and Nginx at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, DeepInfra or Nginx?
Nginx has a free tier; the other does not. Paid plans start at $0.08/month for DeepInfra and Free for Nginx.
Does DeepInfra or Nginx run on more platforms?
DeepInfra runs on web, api. Nginx runs on Windows, macOS, Linux.
Can I use Nginx for free?
Yes. Nginx has a free tier, so you can try it without paying. DeepInfra starts at $0.08/month.
What is DeepInfra best used for?
DeepInfra is most often used for running open-source llm inference without managing gpus, serving speech and image generation models via api, cost-sensitive production inference at scale, reserved gpu capacity via deepcluster for steady workloads. Of those, running open-source llm inference without managing gpus and serving speech and image generation models via api are not what Nginx is typically brought in for.
What can DeepInfra do that Nginx cannot?
DeepInfra covers Open model hosting, Pay-per-token pricing, Long context support, DeepCluster. Nginx covers High-performance web server, Reverse proxy, Load balancing, HTTP caching.

Answered from the vendors’ own pages

DeepInfra: Is there a free tier on DeepInfra?

No free tier is published; usage is billed pay-as-you-go from the first token, though a credit card or pre-payment is required before you can send requests.

Source
Nginx: How much does nginx cost?

nginx is free and open source software distributed under the 2-clause BSD License. Enterprise distributions, commercial support, and training are available from F5 Inc. at custom pricing.

Source
DeepInfra: How is usage priced?

Language models are billed per million input/output tokens, other models by inference execution time, and audio models per minute of audio processed, with no minimum commitment.

Source
DeepInfra: What are the Standard, Priority, and Flex tiers?

Standard is default best-effort pricing at 1x, Priority costs 1.5x for faster time-to-first-token during peak demand, and Flex costs 0.8x for non-production or asynchronous workloads.

Source
DeepInfra: How does billing scale with spend?

Accounts advance through usage tiers as cumulative payments cross $20, $100, $500, $2,000, and $10,000 thresholds, with invoices generated monthly or at each threshold.

Source
DeepInfra: Is there a limit on concurrent requests?

Yes, accounts are limited to 200 concurrent requests by default, though spending limits can also be configured to prevent unexpected charges.

Source
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